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Alice and Bob are scheduled to meet at Quacks coffee shop at a set time, but they are often late for appointments. Each will
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\small \text{Let } X \text{ and } Y \text{ be the random variables denoting the delay for Alice and Bob respectively. Then, } X \\ \text{ and } Y \text{are jointly distributed according to the pdf}, \\ f(x, y) = \begin{cases} 1; & (x, y) \in [0,1]\times[0,1] \\ 0; & \text{otherwise} \end{cases}\\ \text{That is, the density is uniformly 1 over the unit square } [0,1]^2 \text{ and 0 otherwise}.\\ \\ \text{Now, it is given that the person to arrive will wait for 20 minutes(1/3 of an hour) for the other person}\\ \text{after which they will become impatient and will leave if the other person has not arrived by then. We}\\ \text{want to calculate the probability that they will meet.}\\ \\

\small \text{Suppose that Alice comes first and is late by } x \text{ hours }(0 < x < 1). \text{ Then, according to the question, Alice}\\ \text{and Bob will be able to meet if and only if the delay for Bob is less than equal to } x\text{ + }1/3. \text{ That is, if and}\\ \text{only if, } y \le x + 1/3 \text{ where } y \text{ is the amount of time by which Bob is late. Equivalently this condition can be}\\ \text{written as, } y - x \le 1/3.\\ \text{On the other hand, now suppose that Bob comes first and is late by } y \text{ hours. Then as for the above case, he }\\ \text{will be able to meet Alice if and only if the delay time } x \text{ of Alice satisfies the condition, }\\ x - y \le 1/3. \\ \text{From this discussion, we can conclude that Alice and Bob will be able to meet if and only if the absolute}\\ \text{difference between their delay time is less than } 1/3 \text{ irrespective of who arrives first. And so, }\\ P(\text{Alice and Bob meet}) = P(|X-Y| \le 1/3)\small \text{To calculate this probability, follow the discussion in the image below. The final answer is } \\ P(\text{alice and Bob meet}) = 7/9 = 0.778

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